run_name="(emnlp-sentiment)"
model_dir="wandb_local/emnlp_sentiment_experiments"
tags="emnlp sentiment experiments"
for i in 1000,1 1001,2 666,3 7,4 50,5; do IFS=","; set -- $i;
  # 1) Basic
  python train_basic.py \
    --dataset_loc ../../data/ \
    --train_pct 0.9 \
    --n_gpu 1 \
    --n_epochs 5 \
    --domains books dvd electronics kitchen_\&_housewares \
    --seed ${1} \
    --run_name "basic-distilbert-${2}" \
    --model_dir ${model_dir}/basic_distilbert \
    --tags ${tags} \
    --batch_size 8 \
    --lr 0.00003 \
    --bertPath /home/hadoop/bert_en/
  indices_dir=`ls -d -t ${model_dir}/basic_distilbert/*/ | head -1`
done
